Cursor: Apply local changes for cloud agent
This commit is contained in:
@@ -0,0 +1,406 @@
|
||||
{
|
||||
"baseCorpusPath" : "/Users/rocky/Documents/OSGKeyboard/ModelTraining/ClipboardSemantics/clipboard_semantic_corpus.jsonl",
|
||||
"generatedAt" : "2026-08-27T09:25:26Z",
|
||||
"selectionPolicy" : "Thresholds and top-1/top-2 margins are calibrated without acceptance data. Automatic routing requires >=95% exact-route precision and >=100 routed positives for every specialized label in both English and Simplified Chinese. Without human gold, passing values remain consensus-relative.",
|
||||
"silverDirectoryPath" : "/Users/rocky/Documents/OSGKeyboard/ModelTraining/ClipboardSemantics/Consensus",
|
||||
"verifiers" : [
|
||||
{
|
||||
"acceptanceByLanguage" : {
|
||||
"en" : {
|
||||
"correctByLabel" : {
|
||||
"complaintOnly" : 2,
|
||||
"questionRequest" : 11,
|
||||
"taskOnly" : 10
|
||||
},
|
||||
"correctRouted" : 23,
|
||||
"expectedSpecialized" : 59,
|
||||
"f1" : 0.5349,
|
||||
"falseRouted" : 4,
|
||||
"missedSpecialized" : 35,
|
||||
"precision" : 0.8519,
|
||||
"recall" : 0.3898,
|
||||
"routed" : 27,
|
||||
"routedByLabel" : {
|
||||
"complaintOnly" : 2,
|
||||
"questionRequest" : 15,
|
||||
"taskOnly" : 10
|
||||
},
|
||||
"total" : 146
|
||||
},
|
||||
"zh-Hans" : {
|
||||
"correctByLabel" : {
|
||||
"complaintOnly" : 12,
|
||||
"questionRequest" : 17,
|
||||
"taskOnly" : 18
|
||||
},
|
||||
"correctRouted" : 47,
|
||||
"expectedSpecialized" : 59,
|
||||
"f1" : 0.8174,
|
||||
"falseRouted" : 9,
|
||||
"missedSpecialized" : 9,
|
||||
"precision" : 0.8393,
|
||||
"recall" : 0.7966,
|
||||
"routed" : 56,
|
||||
"routedByLabel" : {
|
||||
"both" : 2,
|
||||
"complaintOnly" : 12,
|
||||
"questionRequest" : 21,
|
||||
"taskOnly" : 21
|
||||
},
|
||||
"total" : 146
|
||||
}
|
||||
},
|
||||
"acceptanceCount" : 292,
|
||||
"acceptanceMetrics" : {
|
||||
"correctByLabel" : {
|
||||
"complaintOnly" : 11,
|
||||
"questionRequest" : 26,
|
||||
"taskOnly" : 24
|
||||
},
|
||||
"correctRouted" : 61,
|
||||
"expectedSpecialized" : 118,
|
||||
"f1" : 0.6524,
|
||||
"falseRouted" : 8,
|
||||
"missedSpecialized" : 54,
|
||||
"precision" : 0.8841,
|
||||
"recall" : 0.5169,
|
||||
"routed" : 69,
|
||||
"routedByLabel" : {
|
||||
"complaintOnly" : 11,
|
||||
"questionRequest" : 33,
|
||||
"taskOnly" : 25
|
||||
},
|
||||
"total" : 292
|
||||
},
|
||||
"calibrationCount" : 3020,
|
||||
"calibrationMetrics" : {
|
||||
"correctByLabel" : {
|
||||
"complaintOnly" : 9,
|
||||
"questionRequest" : 5,
|
||||
"taskOnly" : 5
|
||||
},
|
||||
"correctRouted" : 19,
|
||||
"expectedSpecialized" : 48,
|
||||
"f1" : 0.5588,
|
||||
"falseRouted" : 1,
|
||||
"missedSpecialized" : 28,
|
||||
"precision" : 0.95,
|
||||
"recall" : 0.3958,
|
||||
"routed" : 20,
|
||||
"routedByLabel" : {
|
||||
"complaintOnly" : 9,
|
||||
"questionRequest" : 6,
|
||||
"taskOnly" : 5
|
||||
},
|
||||
"total" : 50
|
||||
},
|
||||
"gate" : {
|
||||
"accepted" : false,
|
||||
"maximumSourceShareByLabelAndLanguage" : {
|
||||
"en|complaintOnly" : 0.5,
|
||||
"en|questionRequest" : 0.8667,
|
||||
"en|taskOnly" : 0.9,
|
||||
"zh-Hans|both" : 1,
|
||||
"zh-Hans|complaintOnly" : 0.5833,
|
||||
"zh-Hans|questionRequest" : 0.9524,
|
||||
"zh-Hans|taskOnly" : 0.5714
|
||||
},
|
||||
"minimumPredictedPositivesPerLabelAndLanguage" : 100,
|
||||
"precisionByLabelAndLanguage" : {
|
||||
"en|complaintOnly" : 1,
|
||||
"en|questionRequest" : 0.7333,
|
||||
"en|taskOnly" : 1,
|
||||
"zh-Hans|both" : 0,
|
||||
"zh-Hans|complaintOnly" : 1,
|
||||
"zh-Hans|questionRequest" : 0.8095,
|
||||
"zh-Hans|taskOnly" : 0.8571
|
||||
},
|
||||
"reason" : "Shadow only: at least one label/language misses precision, support, or source-diversity gates.",
|
||||
"supportByLabelAndLanguage" : {
|
||||
"en|complaintOnly" : 2,
|
||||
"en|questionRequest" : 15,
|
||||
"en|taskOnly" : 10,
|
||||
"zh-Hans|both" : 2,
|
||||
"zh-Hans|complaintOnly" : 12,
|
||||
"zh-Hans|questionRequest" : 21,
|
||||
"zh-Hans|taskOnly" : 21
|
||||
}
|
||||
},
|
||||
"id" : "action",
|
||||
"labels" : [
|
||||
"taskOnly",
|
||||
"complaintOnly",
|
||||
"both",
|
||||
"questionRequest",
|
||||
"neither"
|
||||
],
|
||||
"modelBytes" : 80333,
|
||||
"modelFile" : "ActionIntentVerifier.mlmodel",
|
||||
"threshold" : {
|
||||
"confidenceThreshold" : 0.82,
|
||||
"metrics" : {
|
||||
"correctByLabel" : {
|
||||
"complaintOnly" : 9,
|
||||
"questionRequest" : 5,
|
||||
"taskOnly" : 5
|
||||
},
|
||||
"correctRouted" : 19,
|
||||
"expectedSpecialized" : 48,
|
||||
"f1" : 0.5588,
|
||||
"falseRouted" : 1,
|
||||
"missedSpecialized" : 28,
|
||||
"precision" : 0.95,
|
||||
"recall" : 0.3958,
|
||||
"routed" : 20,
|
||||
"routedByLabel" : {
|
||||
"complaintOnly" : 9,
|
||||
"questionRequest" : 6,
|
||||
"taskOnly" : 5
|
||||
},
|
||||
"total" : 50
|
||||
},
|
||||
"minimumMargin" : 0
|
||||
},
|
||||
"thresholdCalibrationCount" : 50,
|
||||
"thresholdsByLanguage" : {
|
||||
"en" : {
|
||||
"confidenceThreshold" : 0.85,
|
||||
"metrics" : {
|
||||
"correctByLabel" : {
|
||||
"complaintOnly" : 4,
|
||||
"questionRequest" : 3,
|
||||
"taskOnly" : 2
|
||||
},
|
||||
"correctRouted" : 9,
|
||||
"expectedSpecialized" : 31,
|
||||
"f1" : 0.45,
|
||||
"falseRouted" : 0,
|
||||
"missedSpecialized" : 22,
|
||||
"precision" : 1,
|
||||
"recall" : 0.2903,
|
||||
"routed" : 9,
|
||||
"routedByLabel" : {
|
||||
"complaintOnly" : 4,
|
||||
"questionRequest" : 3,
|
||||
"taskOnly" : 2
|
||||
},
|
||||
"total" : 33
|
||||
},
|
||||
"minimumMargin" : 0
|
||||
},
|
||||
"zh-Hans" : {
|
||||
"confidenceThreshold" : 0.5,
|
||||
"metrics" : {
|
||||
"correctByLabel" : {
|
||||
"complaintOnly" : 5,
|
||||
"questionRequest" : 1,
|
||||
"taskOnly" : 3
|
||||
},
|
||||
"correctRouted" : 9,
|
||||
"expectedSpecialized" : 17,
|
||||
"f1" : 0.6923,
|
||||
"falseRouted" : 0,
|
||||
"missedSpecialized" : 8,
|
||||
"precision" : 1,
|
||||
"recall" : 0.5294,
|
||||
"routed" : 9,
|
||||
"routedByLabel" : {
|
||||
"complaintOnly" : 5,
|
||||
"questionRequest" : 1,
|
||||
"taskOnly" : 3
|
||||
},
|
||||
"total" : 17
|
||||
},
|
||||
"minimumMargin" : 0
|
||||
}
|
||||
},
|
||||
"trainingCount" : 7490
|
||||
},
|
||||
{
|
||||
"acceptanceByLanguage" : {
|
||||
"en" : {
|
||||
"correctByLabel" : {
|
||||
"confirmationDecision" : 7,
|
||||
"followUpReminder" : 8,
|
||||
"invitation" : 4,
|
||||
"scheduleNegotiation" : 8
|
||||
},
|
||||
"correctRouted" : 27,
|
||||
"expectedSpecialized" : 41,
|
||||
"f1" : 0.7606,
|
||||
"falseRouted" : 3,
|
||||
"missedSpecialized" : 14,
|
||||
"precision" : 0.9,
|
||||
"recall" : 0.6585,
|
||||
"routed" : 30,
|
||||
"routedByLabel" : {
|
||||
"confirmationDecision" : 7,
|
||||
"followUpReminder" : 10,
|
||||
"invitation" : 5,
|
||||
"scheduleNegotiation" : 8
|
||||
},
|
||||
"total" : 146
|
||||
},
|
||||
"zh-Hans" : {
|
||||
"correctByLabel" : {
|
||||
|
||||
},
|
||||
"correctRouted" : 0,
|
||||
"expectedSpecialized" : 41,
|
||||
"f1" : 0,
|
||||
"falseRouted" : 0,
|
||||
"missedSpecialized" : 41,
|
||||
"precision" : 0,
|
||||
"recall" : 0,
|
||||
"routed" : 0,
|
||||
"routedByLabel" : {
|
||||
|
||||
},
|
||||
"total" : 146
|
||||
}
|
||||
},
|
||||
"acceptanceCount" : 292,
|
||||
"acceptanceMetrics" : {
|
||||
"correctByLabel" : {
|
||||
"confirmationDecision" : 14,
|
||||
"followUpReminder" : 17,
|
||||
"invitation" : 8,
|
||||
"scheduleNegotiation" : 16
|
||||
},
|
||||
"correctRouted" : 55,
|
||||
"expectedSpecialized" : 82,
|
||||
"f1" : 0.7692,
|
||||
"falseRouted" : 6,
|
||||
"missedSpecialized" : 27,
|
||||
"precision" : 0.9016,
|
||||
"recall" : 0.6707,
|
||||
"routed" : 61,
|
||||
"routedByLabel" : {
|
||||
"confirmationDecision" : 14,
|
||||
"followUpReminder" : 20,
|
||||
"invitation" : 11,
|
||||
"scheduleNegotiation" : 16
|
||||
},
|
||||
"total" : 292
|
||||
},
|
||||
"calibrationCount" : 3020,
|
||||
"calibrationMetrics" : {
|
||||
"correctByLabel" : {
|
||||
"confirmationDecision" : 1
|
||||
},
|
||||
"correctRouted" : 1,
|
||||
"expectedSpecialized" : 8,
|
||||
"f1" : 0.2222,
|
||||
"falseRouted" : 0,
|
||||
"missedSpecialized" : 7,
|
||||
"precision" : 1,
|
||||
"recall" : 0.125,
|
||||
"routed" : 1,
|
||||
"routedByLabel" : {
|
||||
"confirmationDecision" : 1
|
||||
},
|
||||
"total" : 50
|
||||
},
|
||||
"gate" : {
|
||||
"accepted" : false,
|
||||
"maximumSourceShareByLabelAndLanguage" : {
|
||||
"en|confirmationDecision" : 1,
|
||||
"en|followUpReminder" : 0.9,
|
||||
"en|invitation" : 1,
|
||||
"en|scheduleNegotiation" : 1
|
||||
},
|
||||
"minimumPredictedPositivesPerLabelAndLanguage" : 100,
|
||||
"precisionByLabelAndLanguage" : {
|
||||
"en|confirmationDecision" : 1,
|
||||
"en|followUpReminder" : 0.8,
|
||||
"en|invitation" : 0.8,
|
||||
"en|scheduleNegotiation" : 1
|
||||
},
|
||||
"reason" : "Shadow only: at least one label/language misses precision, support, or source-diversity gates.",
|
||||
"supportByLabelAndLanguage" : {
|
||||
"en|confirmationDecision" : 7,
|
||||
"en|followUpReminder" : 10,
|
||||
"en|invitation" : 5,
|
||||
"en|scheduleNegotiation" : 8
|
||||
}
|
||||
},
|
||||
"id" : "coordination",
|
||||
"labels" : [
|
||||
"invitation",
|
||||
"scheduleNegotiation",
|
||||
"confirmationDecision",
|
||||
"followUpReminder",
|
||||
"neither"
|
||||
],
|
||||
"modelBytes" : 28191,
|
||||
"modelFile" : "CoordinationIntentVerifier.mlmodel",
|
||||
"threshold" : {
|
||||
"confidenceThreshold" : 0.5,
|
||||
"metrics" : {
|
||||
"correctByLabel" : {
|
||||
"confirmationDecision" : 1
|
||||
},
|
||||
"correctRouted" : 1,
|
||||
"expectedSpecialized" : 8,
|
||||
"f1" : 0.2222,
|
||||
"falseRouted" : 0,
|
||||
"missedSpecialized" : 7,
|
||||
"precision" : 1,
|
||||
"recall" : 0.125,
|
||||
"routed" : 1,
|
||||
"routedByLabel" : {
|
||||
"confirmationDecision" : 1
|
||||
},
|
||||
"total" : 50
|
||||
},
|
||||
"minimumMargin" : 0.45
|
||||
},
|
||||
"thresholdCalibrationCount" : 50,
|
||||
"thresholdsByLanguage" : {
|
||||
"en" : {
|
||||
"confidenceThreshold" : 0.5,
|
||||
"metrics" : {
|
||||
"correctByLabel" : {
|
||||
"confirmationDecision" : 1
|
||||
},
|
||||
"correctRouted" : 1,
|
||||
"expectedSpecialized" : 8,
|
||||
"f1" : 0.2222,
|
||||
"falseRouted" : 0,
|
||||
"missedSpecialized" : 7,
|
||||
"precision" : 1,
|
||||
"recall" : 0.125,
|
||||
"routed" : 1,
|
||||
"routedByLabel" : {
|
||||
"confirmationDecision" : 1
|
||||
},
|
||||
"total" : 33
|
||||
},
|
||||
"minimumMargin" : 0.45
|
||||
},
|
||||
"zh-Hans" : {
|
||||
"confidenceThreshold" : 1,
|
||||
"metrics" : {
|
||||
"correctByLabel" : {
|
||||
|
||||
},
|
||||
"correctRouted" : 0,
|
||||
"expectedSpecialized" : 0,
|
||||
"f1" : 0,
|
||||
"falseRouted" : 0,
|
||||
"missedSpecialized" : 0,
|
||||
"precision" : 0,
|
||||
"recall" : 0,
|
||||
"routed" : 0,
|
||||
"routedByLabel" : {
|
||||
|
||||
},
|
||||
"total" : 17
|
||||
},
|
||||
"minimumMargin" : 1
|
||||
}
|
||||
},
|
||||
"trainingCount" : 1810
|
||||
}
|
||||
]
|
||||
}
|
||||
Reference in New Issue
Block a user